Fuzzy-rough hybrid dimensionality reduction.
Zhihong WangHongmei ChenZhong YuanTianrui LiPublished in: Fuzzy Sets Syst. (2023)
Keyphrases
- dimensionality reduction
- principal component analysis
- high dimensional data
- data representation
- low dimensional
- feature extraction
- pattern recognition and machine learning
- high dimensionality
- data points
- random projections
- linear discriminant analysis
- preprocessing step
- sparse representation
- euclidean distance
- feature space
- pattern recognition
- support vector machine
- high dimensional
- principal components
- manifold learning
- kernel learning
- dimensionality reduction methods
- linear projection
- information systems